GitHub Trending Scraper

Scrape GitHub Trending repos into structured JSON. Use when the user asks about GitHub trending, hottest repos, trending repositories, what's popular on GitHub today, or needs GitHub trending data for cards/visualizations. Supports language filters (python, rust, go, etc.) and time ranges (daily, weekly, monthly).

Audits

Pass

ClawScanPass

Agentic behavior and permission review.

Static analysisPass

Pattern checks against bundled files.

VirusTotalPass

Multi-engine malware detections and file reputation.

Install

openclaw skills install github-trending-scraper

GitHub Trending Scraper

Scrapes https://github.com/trending and outputs structured JSON.

Quick Start

# All languages, today, top 25
python3 scripts/github_trending.py

# Python repos, this week, top 10
python3 scripts/github_trending.py --language python --since weekly --top 10

# Save to file
python3 scripts/github_trending.py -o /tmp/github-trending.json

Options

Flag	Short	Default	Description
`--language`	`-l`	all	Filter by language (python, rust, go, javascript, etc.)
`--since`	`-s`	daily	Time range: `daily`, `weekly`, `monthly`
`--top`	`-n`	25	Number of repos to return
`--output`	`-o`	stdout	Output file path
`--compact`			Minified JSON output

Output Schema

{
  "source": "github-trending",
  "scraped_at": "ISO-8601",
  "language": "all|python|rust|...",
  "since": "daily|weekly|monthly",
  "count": 25,
  "repos": [
    {
      "rank": 1,
      "owner": "warpdotdev",
      "name": "warp",
      "full_name": "warpdotdev/warp",
      "url": "https://github.com/warpdotdev/warp",
      "description": "Warp is an agentic development environment...",
      "language": "Rust",
      "stars": 46667,
      "forks": 2917,
      "stars_period": 12822,
      "stars_period_label": "today"
    }
  ]
}

Integration with Trending Cards

Pipe output into the existing trending card generator:

python3 scripts/github_trending.py -o /tmp/github-trending.json
python3 ~/.openclaw/workspace/scripts/trending-card-gen.py \
  --input /tmp/github-trending.json \
  --output /tmp/trending-card.html \
  --platform github --theme white --size hd

Notes

No API key required; scrapes the public GitHub Trending page
Rate limit: reasonable use only; avoid rapid repeated calls
Some repos (e.g. sponsors/username) may show 0 stars/forks due to GitHub page structure